Evaluation of forced flows on freeways with single‐loop detectors

Abstract

This paper documents the development of a simple method for identifying andor predicting freeway congestion using single loop detection systems. The proposed algorithm is simple and easy to incorporate into most freeway management systems. The Washington State Department of Transportation's Traffic Systems Management Center (TSMC) sponsored the original study. The investigation also led to a recommendation to replace the original TSMC definition of congestion or forced flow conditions with a more reliable indicator.Although, the TSMC has recently implemented a more advanced prediction system based on fuzzy set theory and neural networks to further identify patterns and rules for ramp metering strategies, the findings presented here continue to be constructive to freeway managers looking for quick and easy analyses that rely solely on single-loop detection systems.The Seattle Area freeway study section used for the original study was the portion of mainline 1-5 northbound starting at the downtown Seattle Station 108 and ending at the Mountlake Terrace Station 193. Several days' worth of volume and lane-occupancy data were collected for the afternoon time period from 2:30 p.m. to 6:30 p.m.. Time intervals of 20 seconds were chosen for each data collection period.Important products of this research include the following: A simple, and more reliable criterion for the definition of "bottleneck" or forced flow conditions than that originally used by the TSMC.A simple, and reliable criterion for predicting impending "bottlenecks" or forced flow conditions.A proposed variable for improved selection of the appropriate metering rate. (Further analysis of the use of this variable for determining metering rates is recommended for future studies.) The proposed criteria are simple and easy to incorporate into current freeway management computer systems. Further investigation of freeway performance measurement using volume and occupancy data obtained from single-loop systems is currently being performed.

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